-LRB- CNN -RRB- -- A car and train collided Tuesday morning in Baltimore , leaving two people dead , police said .

The MARC commuter train with about 20 passengers crashed into a SUV with two people inside , Baltimore police Detective Jeremy Silbert said .

One occupant died on the scene ; the other was transported to the hospital and died . No one was injured on the train , police said .

Authorities will look for surveillance videos as part of the investigation , Silbert said .

Maryland Transit Administration spokeswoman Paulette Austrich said the accident occurred when the car went around a lowered gate arm at a crossing and collided with a train that was traveling 50 mph . CNN affiliate WBFF quickly reported the crash on Twitter .

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A car and train collide in Baltimore

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Both occupants of the car were killed

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No one on the train was injured

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The transit administration says the car went around a lowered gate arm